Longitudinal Bias Auditing for Sequential Decision Systems

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Documentation for package ‘AIBias’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Code demos. Use demo() to run them.
• Package NEWS.

Help Pages

aib_adjust	Covariate-adjusted bias trajectories
aib_amplify	Compute dynamic bias amplification indices
aib_audit	Run the full AIBias audit pipeline
aib_bootstrap	Bootstrap confidence intervals for bias trajectories
aib_build	Build an AIBias audit object
aib_describe	Describe longitudinal disparity trajectories
aib_figures	Copy and run the paper figures script
aib_panel_info	Check panel balance
aib_persistence	Compute bias persistence above a threshold
aib_transition	Compute group-specific decision transition matrices and disparities
lending_panel	Synthetic Lending Panel Dataset
plot.aibias	Plot an aibias object
print.aibias	Print an aibias object
summary.aibias	Summarize an aibias object